Geekbench ML Score

2191
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 18 2022 03:25 AM
Views 1

System Information

System Information
Operating System Android 13
Model Google Pixel 7 Pro
Model IDGoogle Pixel 7 Pro
Motherboard cheetah
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.35 GHz
Cluster 32 Cores @ 2.85 GHz
Memory Information
Size 11.15 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 466
50.0 IPS
 
Image Classification (F16)
100% 6881
737.3 IPS
 
Image Classification (I8)
79% 11029
1.18 KIPS
 
Image Segmentation (F32)
100% 614
3.79 IPS
 
Image Segmentation (F16)
96% 10580
65.4 IPS
 
Image Segmentation (I8)
89% 34276
211.7 IPS
 
Pose Estimation (F32)
100% 451
1.82 IPS
 
Pose Estimation (F16)
100% 5799
23.5 IPS
 
Pose Estimation (I8)
80% 13345
54.0 IPS
 
Object Detection (F32)
100% 385
13.5 IPS
 
Object Detection (F16)
100% 1605
56.3 IPS
 
Object Detection (I8)
50% 1873
65.7 IPS
 
Face Detection (F32)
100% 789
9.06 IPS
 
Face Detection (F16)
98% 11372
130.7 IPS
 
Face Detection (I8)
75% 24394
280.3 IPS
 
Text Classification (F32)
100% 71
27.9 IPS
 
Text Classification (F16)
100% 1271
502.8 IPS
 
Machine Translation (F32)
100% 689
106.1 IPS
 
Machine Translation (F16)
100% 691
106.5 IPS
 

Compare

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